Refining Open-Vocabulary Semantic Segmentation via Regional Semantics and Visual Prototypes
arXiv:2610.30623v1 Announce Type: new Abstract: Contrastive Language-Image Pre-training (CLIP) has shown superior performance in the image-level open-vocabulary classification task, benefiting from its powerful alignment of visual features and text embeddings. However, dense prediction tasks requir…
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- 2026-10-23 04:00 · arXiv cs.CV
Refining Open-Vocabulary Semantic Segmentation via Regional Semantics and Visual Prototypes